billsum

• Description:

BillSum, summarization of US Congressional and California state bills.

There are several features: - text: bill text. - summary: summary of the bills. - title: title of the bills. features for us bills. ca bills does not have. - text_len: number of chars in text. - sum_len: number of chars in summary.

• Additional Documentation: Explore on Papers With Code

• Homepage: https://github.com/FiscalNote/BillSum

• Source code: tfds.datasets.billsum.Builder

• Versions:

  • 3.0.0 (default): No release notes.

• Download size: 64.14 MiB

• Dataset size: 260.84 MiB

• Auto-cached (documentation): No

• Splits:

Split	Examples
'ca_test'	1,237
'test'	3,269
'train'	18,949

• Feature structure:

FeaturesDict({
    'summary': Text(shape=(), dtype=string),
    'text': Text(shape=(), dtype=string),
    'title': Text(shape=(), dtype=string),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
summary	Text		string
text	Text		string
title	Text		string

• Supervised keys (See as_supervised doc): ('text', 'summary')

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe):

• Citation:

@misc{kornilova2019billsum,
    title={BillSum: A Corpus for Automatic Summarization of US Legislation},
    author={Anastassia Kornilova and Vlad Eidelman},
    year={2019},
    eprint={1910.00523},
    archivePrefix={arXiv},
    primaryClass={cs.CL}
}